{"id":"W6902046805","doi":"10.6084/m9.figshare.22624993.v1","title":"Additional file 1 of Prioritization of public health financing, organization, and workforce transformation: a Delphi study in Canada","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Université de Montréal; McGill University; University of Toronto; Carleton University","funders":"","keywords":"Delphi method; Workforce; Prioritization; Public health; Delphi; Workforce planning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003758149,0.0006793992,0.001057526,0.006765963,0.004387578,0.003682882,0.002262808,0.001141667,0.7763377],"category_scores_gemma":[0.05839543,0.000773011,0.0008216696,0.01398863,0.000855081,0.00209945,0.001597798,0.001302251,0.05435187],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02589742,"about_ca_system_score_gemma":0.06472207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8700297,"about_ca_topic_score_gemma":0.9286512,"domain_scores_codex":[0.9976369,0.000424035,0.0002974675,0.000271788,0.0007549753,0.0006148586],"domain_scores_gemma":[0.9188555,0.04960873,0.002082008,0.002081164,0.02435079,0.003021737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007111346,0.0001012377,0.0044046,0.0008821088,0.00001209479,0.0000474181,0.0006273817,0.0002213141,0.00001465668,0.0008886674,0.9849758,0.007753794],"study_design_scores_gemma":[0.002352332,0.0001356384,0.1201327,0.006219843,0.00009504669,0.0002554016,0.01531447,0.002246554,0.0003271541,0.004425287,0.8482476,0.0002479719],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001771013,0.00003503758,0.0002132386,0.0006042681,0.00005242557,0.0005517838,0.9895808,0.0001297329,0.007061646],"genre_scores_gemma":[0.06900167,0.0005794325,0.01013919,0.002241212,0.0001157858,0.01891585,0.8235901,0.0007317386,0.07468502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9741026,"threshold_uncertainty_score":0.319027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299685165375926,"score_gpt":0.3900435214570561,"score_spread":0.2600750049194636,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}